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RC2022
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Methods
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General
Attention
132 methods
48781 papers with code
Activation Functions
86 methods
38526 papers with code
Attention Mechanisms
86 methods
28092 papers with code
Stochastic Optimization
72 methods
29183 papers with code
Regularization
62 methods
64394 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
126 methods
6499 papers with code
Generative Models
101 methods
10385 papers with code
Image Model Blocks
93 methods
8118 papers with code
Object Detection Models
73 methods
2982 papers with code
Image Feature Extractors
63 methods
190 papers with code
See all 126 categories
Natural Language Processing
Language Models
141 methods
50555 papers with code
Transformers
95 methods
43111 papers with code
Word Embeddings
21 methods
918 papers with code
Sentence Embeddings
8 methods
223 papers with code
Attention Patterns
8 methods
4044 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1762 papers with code
Off-Policy TD Control
17 methods
1985 papers with code
Reinforcement Learning Frameworks
13 methods
309 papers with code
Q-Learning Networks
11 methods
643 papers with code
Heuristic Search Algorithms
9 methods
439 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
398 papers with code
Audio Model Blocks
14 methods
81 papers with code
Text-to-Speech Models
12 methods
143 papers with code
Speech Separation Models
6 methods
46 papers with code
Speech Recognition
4 methods
43 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
41 methods
9552 papers with code
Sequence To Sequence Models
23 methods
3073 papers with code
Time Series Analysis
12 methods
922 papers with code
Temporal Convolutions
8 methods
279 papers with code
Bidirectional Recurrent Neural Networks
6 methods
774 papers with code
See all 11 categories
Graphs
Graph Models
66 methods
2471 papers with code
Graph Embeddings
44 methods
1288 papers with code
Graph Representation Learning
17 methods
9401 papers with code
Graph Data Augmentation
2 methods
1 papers with code